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Ad Hoc networksa statistical perspec...

Chakrabarti, Amlan.

Ad Hoc networksa statistical perspective /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Ad Hoc networksby Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
其他題名:	a statistical perspective /
作者:	Singh, Jyoti Prakash.
其他作者:	Dutta, Paramartha.
出版者:	Singapore :Springer Singapore :2018.
面頁冊數:	xviii, 128 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Ad hoc networks (Computer networks)
電子資源:	http://dx.doi.org/10.1007/978-981-10-8770-7
ISBN:	9789811087707$q(electronic bk.)

Ad Hoc networksa statistical perspective /
Singh, Jyoti Prakash.

Ad Hoc networksa statistical perspective /[electronic resource] :by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti. - Singapore :Springer Singapore :2018. - xviii, 128 p. :ill., digital ;24 cm.

Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.

This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.

ISBN: 9789811087707$q(electronic bk.)

Standard No.: 10.1007/978-981-10-8770-7doiSubjects--Topical Terms:

309678
Ad hoc networks (Computer networks)

LC Class. No.: TK5105.77 / .S564 2018

Dewey Class. No.: 004.6

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505 0 $a Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.
520 $a This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.
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